In the previous sections, we restricted our focus to binary classification; in this section we expand our scope to a \(K\) -class setting and then further extend to a regression setting. Our results for the regression setting, combined with the reduction of [1]}, are applied to the setting of contextual bandits in sec:conbandits.
